> For the complete documentation index, see [llms.txt](https://developers.oxylabs.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developers.oxylabs.io/integrations/cn/ai-studio-integrations/python-sdk.md).

# Python SDK

了解如何使用 AI Studio Python SDK。

我们提供一个简单的 Python SDK，可无缝与 [Oxylabs AI Studio API](https://aistudio.oxylabs.io/) 服务交互，包括 AI-Scraper、AI-Crawler、AI-Browser-Agent，以及其他数据提取工具。

## 要求

* `python 3.10` 及更高版本
* AI Studio API 密钥

## 安装

```
pip install oxylabs-ai-studio
```

## 用法

### Crawl (`AiCrawler.crawl`)

```python
from oxylabs_ai_studio.apps.ai_crawler import AiCrawler

crawler = AiCrawler(api_key="<API_KEY>")

url = "https://oxylabs.io"
result = crawler.crawl(
    url=url,
    user_prompt="Find all pages with proxy products pricing",
    output_format="markdown",
    render_javascript=False,
    return_sources_limit=3,
    geo_location="US",
)
print("Results:")
for item in result.data:
    print(item, "\n")
```

#### **输入参数**

* `url` (字符串)：起始抓取 URL（**必需**)
* `user_prompt` (字符串)：用于引导提取的自然语言提示（**必需**)
* `output_format` (Literal\["json", "markdown"]): 输出格式（默认："markdown"）
* `schema` (字典 | None)：用于结构化提取的 OpenAPI schema（如果 output\_format 为 "json"，则为必需）
* `render_javascript` (布尔值)：渲染 JavaScript（默认：False）
* `return_sources_limit` (整数)：返回的最大来源数（默认：25）
* `geo_location` (字符串)：ISO2 格式的代理位置。

### Scrape (`AiScraper.scrape`)

```python
from oxylabs_ai_studio.apps.ai_scraper import AiScraper

scraper = AiScraper(api_key="<API_KEY>")

schema = scraper.generate_schema(prompt="want to parse developer, platform, type, price game title, genre (array) and description")
print(f"Generated schema: {schema}")

url = "https://sandbox.oxylabs.io/products/3"
result = scraper.scrape(
    url=url,
    output_format="json",
    schema=schema,
    render_javascript=False,
)
print(result)
```

#### **输入参数**

* `url` (字符串)：要抓取的目标 URL（**必需**)
* `output_format` (Literal\["json", "markdown"]): 输出格式（默认："markdown"）
* `schema` (字典 | None)：用于结构化提取的 OpenAPI schema（如果 output\_format 为 "json"，则为必需）
* `render_javascript` (布尔值)：渲染 JavaScript（默认：False）
* `geo_location` (字符串)：ISO2 格式的代理位置。

### Browser Agent (`BrowserAgent.run`)

```python
from oxylabs_ai_studio.apps.browser_agent import BrowserAgent

browser_agent = BrowserAgent(api_key="<API_KEY>")

schema = browser_agent.generate_schema(
    prompt="game name, platform, review stars and price"
)
print("schema: ", schema)

prompt = "Find if there is game 'super mario odyssey' in the store. If there is, find the price. Use search bar to find the game."
url = "https://sandbox.oxylabs.io/"
result = browser_agent.run(
    url=url,
    user_prompt=prompt,
    output_format="json",
    schema=schema,
)
print(result.data)
```

#### **输入参数**

* `url` (字符串)：起始浏览 URL（**必需**)
* `user_prompt` (字符串)：用于提取的自然语言提示（**必需**)
* `output_format` (Literal\["json", "markdown", "html", "screenshot"]): 输出格式（默认："markdown"）
* `schema` (字典 | None)：用于结构化提取的 OpenAPI schema（如果 output\_format 为 "json"，则为必需）
* `geo_location` (字符串)：ISO2 格式的代理位置。

### 搜索（`AiSearch.search`)

```python
from oxylabs_ai_studio.apps.ai_search import AiSearch


search = AiSearch(api_key="<API_KEY>")

query = "lasagna recipe"
result = search.search(
    query=query,
    limit=5,
    render_javascript=False,
    return_content=True,
)
print(result.data)
```

#### **输入参数**

* `query` (字符串)：要搜索的内容（**必需**)
* `limit` (整数)：返回的最大结果数（默认：10，最大值：50）
* `render_javascript` (布尔值)：渲染 JavaScript（默认：False）
* `return_content` (布尔值)：是否在结果中返回 Markdown 内容（默认：True）
* `geo_location` (字符串)：搜索代理位置，采用 ISO2 格式。

#### 映射（`AiMap.map`)

```python
from oxylabs_ai_studio.apps.ai_map import AiMap


ai_map = AiMap(api_key="<API_KEY>")
payload = {
    "url": "https://career.oxylabs.io",
    "user_prompt": "job ad pages",
    "return_sources_limit": 10,
    "geo_location": None,
    "render_javascript": False,
}
result = ai_map.map(**payload)
print(result.data)
```

#### **输入参数**

* `url` (字符串)：起始抓取 URL（**必需**)
* `user_prompt` (字符串)：用于引导提取的自然语言提示（**必需**)
* `render_javascript` (布尔值)：渲染 JavaScript（默认：False）
* `return_sources_limit` (整数)：返回的最大来源数（默认：25）
* `geo_location` (字符串)：ISO2 格式的代理位置。

### 使用示例

请参阅 [示例](https://github.com/oxylabs/oxylabs-ai-studio-py/tree/main/examples) 我们 GitHub 中的文件夹，包含每个方法的详细使用示例（每个方法都有对应的 `async` 版本）。


---

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